Disclosure

Full AI Disclosure

Every provider. Every model. Every feature. This is the complete and real list of what runs behind the scenes on EL7.AI, taken directly from production configuration — not a marketing brochure.

Last updated: April 26, 2026

EL7.AI runs 6 AI providers and 13 distinct models today, serving over 90 separate tasks across the platform. Every task is routed through the internal EL7 LLM Router, which picks the right model based on task type, cost, and latency. This page lists the full set, because transparency is a precondition for trust.

AI Providers in Production

All providers below are actively used in production. We contract only with providers offering contractual commitments not to retain queries and not to use them to train their models.

Anthropic

United States

Provider of Claude. Used for deep long-context analysis and precise editorial writing tasks.

Google AI

United States and Ireland

Provider of the Gemini family. Our most-used provider (~64% of tasks), thanks to a strong balance of quality, latency, and cost — especially for Arabic translation and summarization.

OpenAI

United States

Provider of the GPT family. Used for structured extraction, classification, headline generation, and conversational assistant features.

xAI

United States

Provider of Grok. Used for news analysis and fast logical reasoning tasks.

Perplexity

United States

Used for web search with source citations, particularly for refreshing information about recent events.

DeepSeek

China

Backup for math/logic tasks when needed. Used in narrow circumstances and never on personal data.

Active Production Models

This is an accurate list of the models actually used in production task configurations (snapshot from llm_task_configs).

ModelProviderTasksWhere it's used
Gemini 3 Flash PreviewGoogle64 tasksTranslation, news summaries, event analysis, weekly COT report cards
Gemini 3 Pro PreviewGoogle37 tasksDeep Fed data analysis, Beige Book analysis, editorial article writing
GPT-5.4 (2026-03-05)OpenAI17 tasksPre-FOMC analysis, entity extraction, economic intelligence reports
GPT-4o-miniOpenAI10 tasksLight classification tasks, conversation titles, keyword variants
GPT-5.4OpenAI10 tasksSmart conversational assistant, SEO optimization, fast summaries
Grok 4 Fast ReasoningxAI3 tasksDeep text analysis, interpreting unusual market moves
Sonar ProPerplexity2 tasksCited web search to refresh news and recent events
GPT-4oOpenAI3 tasksFallback when GPT-5.4 is degraded
Gemini 2.0 FlashGoogle3 tasksLow-latency fallback tasks
Gemini 3.1 Flash Lite PreviewGoogle2 tasksFast structured extraction tasks

Features that use AI

News translation (English → Arabic)

What it does
Translate news headlines and articles as they arrive from foreign sources.
Model used
Gemini 3 Flash Preview as primary, GPT-4o-mini as fallback.
Human review
Translation publishes automatically with a "machine-translated" tag. No per-story human review.
Limits
Translations may have errors in rare terminology. Report inaccuracies via support@el7.ai.

News summarization and impact scoring

What it does
Generate a short Arabic summary per story, classify the sector, score market impact 1–10.
Model used
Gemini 3 Flash Preview for summaries. Impact scores from a separate classification model.
Human review
Summaries publish automatically. Impact scores are periodically calibrated against actual market moves.
Limits
Summary does not replace reading the original source. Impact score is statistical, not a guaranteed forecast.

Fed and central-bank data analysis

What it does
Generate text analysis for FOMC statements, meeting minutes, press conferences, Beige Book.
Model used
Gemini 3 Pro Preview for long analysis, GPT-5.4 for pre-meeting analysis.
Human review
Quantitative tone analysis comes from our DLS dictionary system — not AI. LLM-generated text summaries publish automatically with an "auto-generated" notice.
Limits
The model may misread a key word. Always check the full official statement before acting.

Weekly COT reports

What it does
Weekly cards explaining large-speculator positioning in 90+ markets, with contextual narrative.
Model used
Gemini 3 Flash Preview for narrative, GPT-5.4 for change analysis.
Human review
Numbers come from CFTC directly. The interpretive narrative is fully automated and not human-reviewed per market.
Limits
AI may misread "why" they positioned. The numbers themselves are accurate; the "why" is a historical guess.

Smart conversational assistant

What it does
Answer user questions about platform data.
Model used
GPT-5.4 as primary with a hybrid RAG system (vector + BM25 + Cohere Rerank).
Human review
No per-conversation human review. The system is constrained to cite real sources from our database and refuses to answer when data is missing.
Limits
Chat does not provide investment recommendations. Do not act on an answer without verifying the cited source.

Academy and course content

What it does
Draft initial lessons, examples, and quizzes.
Model used
Gemini 3 Pro Preview for drafts, GPT-5.4 for quizzes.
Human review
Every lesson is reviewed and edited by a Certified Financial Technician (CFTe) before publication.
Limits
Educational content is reference material, not personalized investment advice.

AI price predictions — paused

What it does
ML system for short-term price-direction forecasts. Paused since March 2026.
Model used
XGBoost and LightGBM (not LLMs). Fully paused.
Human review
Accuracy was tracked publicly. We paused the system when accuracy fell to 49.4% (random walk).
Limits
System is fully disabled. No predictions appear on the platform today. Restart conditional on a new model and ≥55% accuracy threshold.

Long-document analysis (RAG)

What it does
Retrieve information from FOMC data, COT reports, earnings reports based on user questions.
Model used
Cohere Rerank-v3 for re-ranking, Gemini 3 Flash Preview for final summarization.
Human review
No per-query human review. The system is constrained to cite the source directly.
Limits
Answer depends on source quality. Do not use the result as an investment decision without reading the original source.

Our AI principles

Transparency

Every machine-generated piece of content carries a tag. We never hide AI use.

Privacy

We do not share your data with LLM vendors for training. Queries pass through in zero-retention mode where available.

Not advice

All outputs are for educational purposes. Financial decisions remain the user’s responsibility alone.

Human review

Educational content and courses are human-reviewed before publication. News summaries and analyses publish automatically with a clear tag.

Have a question or feedback?

If you spot inaccurate content or have a suggestion, contact us.